design-review-garrytan
Fail
Audited by Gen Agent Trust Hub on Oct 22, 2026
Risk Level: HIGHREMOTE_CODE_EXECUTIONEXTERNAL_DOWNLOADSINDIRECT_PROMPT_INJECTIONCOMMAND_EXECUTION
Full Analysis
- [REMOTE_CODE_EXECUTION]: The skill instructs the agent to download and execute an opaque setup script (
./setup) from a third-party GitHub repository (https://github.com/garrytan/gstack.git). This pattern of 'download then execute' bypasses standard package manager safety checks and allows the remote repository to execute arbitrary commands on the host system during installation. - [EXTERNAL_DOWNLOADS]: The installation process requires cloning a large (approx. 98 MB) repository and downloading additional binaries, including Chromium, which increases the attack surface and dependency on external infrastructure.
- [INDIRECT_PROMPT_INJECTION]: The skill operates by performing a 'visual audit' of project UI code and automatically generating fixes. This creates a vulnerability surface where malicious content embedded in the source code being analyzed (e.g., in HTML comments or CSS) could influence the agent to perform unauthorized file modifications or Git operations.
- Ingestion points: Project source code, UI components, and design files.
- Boundary markers: None specified in the provided instructions to delimit untrusted project content from agent instructions.
- Capability inventory: File system write access, Git commit/stash capabilities, and execution of local tooling binaries.
- Sanitization: No evidence of sanitization or validation of the content discovered during the visual audit before it is used to generate code fixes.
- [COMMAND_EXECUTION]: The skill uses shell commands to check for its own installation and to perform its primary function of modifying files and managing Git commits.
Recommendations
- AI detected serious security threats
Audit Metadata